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Work notes on AI, ads, and digital systems for business owners and teams.
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The September 2026 spam update finished in 13 days and 16 hours, longer than the three earlier 2026 spam updates. Compare 15 days in Search Console, in Pacific Time, then separate a manual action from the automated system.
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People like what they see often, but only up to a point. This article covers the research from Zajonc to the 2017 meta-analysis, frequency data from 40 of our ads, and 4 steps to manage repetition in Meta Ads.
The Claude Startups welcome screen names PT Jembatan Data Amanah, the legal entity behind Konektor.id. This article celebrates that acceptance and locks the terms, credits, and limits applicants often skip.
One call per model on 10 October 2026. The Luna program passed 11 maps. The Haiku 5.5 program passed 10 because 1 map did not return.
The October 5–9, 2026 OpenAI Dots update adds mobile dot creation, Codex thread access, and ChatGPT Work automation management. Here are its effects and limits.
Claude Haiku 5.5 and GPT-6 Luna both cost $0.10 input and $0.50 output per 1M tokens. Haiku 5.5 wins 5 of 10 independent benchmarks, but it uses 2 to 3.5 times more tokens. Here are the numbers, our test, and how to choose.
OpenClaw 2026.9.9 fixes updates during active saves, false rollbacks, Docker upgrade loops, and failed-update recovery. Here is the impact and a safe checklist.
Sierra launched fleming-1 on October 8, 2026, to flag probable synthetic voices. Here is its effect on cost, measurement, and call-center workflows.
A marketing framework helps teams choose a decision sequence, metrics, and actions. Compare STP, the marketing funnel, and RACE by the problem you need to solve.
An October 6, 2026 bug report shows that Hermes Agent 0.21.5 self-update can remove the virtual environment used by a live gateway, which stops Telegram polling and cron until restart.
An OpenAI Dot uses a plugin in the ChatGPT Plugins tab. That permission is shared with Work and Codex. The developer-mode Apps menu does not fill a Dot.
Silicon Labs opened the Simplicity AI SDK public beta on October 7, 2026. Learn how it affects prototype cost, measurement, and controls for IoT teams.
SEO audit services examine search performance, indexing, Core Web Vitals, structured data, security, and content quality. Use this checklist to assess scope, reports, and follow-up work.
A paid-traffic landing page service should include copy, responsive design, conversion tracking, speed tests, and a clear handover.
Learn how separated interface layers can explain a product. Explore Konektor.id examples, generated visuals, sources, and advertising claim limits.
You add a feature, then checkout or shipping that worked yesterday breaks. This article gives 5 checks, 1 dummy-data example, and a stop rule before the next feature.
MCP TypeScript SDK 2.3.0 and maintenance release 1.32.0 fix two flaws: credential leakage through redirects and cross-session access to tasks.
MCP Python SDK 2.3.0 was released on October 2, 2026. It changes tool header validation, legacy payloads, OAuth timeouts, and the 1 MiB SSE limit.
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